soundchoice-g2p

SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation

Input

Text to recognize

• Example

To be or not to be, that is the question

Output

Phoneme

T-UW- -B-IY- -AO-R- -N-AA-T- -T-UW- -B-IY- -DH-AE-T- -IH-Z- -DH-AH- -K-W-EH-S-CH-AH-N

Requirements

This model requires additional module.

pip3 install transformers

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample text,

$ python3 soundchoice-g2p.py

If you want to specify the input text, put the text after the --input option.

$ python3 soundchoice-g2p.py --input TEXT

Reference

• Hugging Face - speechbrain/soundchoice-g2p

Framework

Pytorch

Model Format

ONNX opset=17

Netron

soundchoice-g2p_atn.onnx.prototxt
soundchoice-g2p_emb.onnx.prototxt
rnn_beam_searcher.onnx.prototxt